{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 灰度图像转换（Grayscale Image Conversion）"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 简介\n",
    "\n",
    "主流的灰度图像转换算法有三种：\n",
    "\n",
    "1、均值法：$GRAY=(R+G+B)/3$\n",
    "\n",
    "2、最大值法：$GRAY=max(R, G, B)$\n",
    "\n",
    "3、加权法：$GRAY=0.3R+0.59G+0.11B$\n",
    "\n",
    "其中**加权法**中的三个参数是根据人眼的亮度感知系统调节出来的，是目前主流的方法。"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 代码"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "from matplotlib import pyplot as plt"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "'''\n",
    "最大值法\n",
    "img:    二维图像矩阵，彩色图片\n",
    "返回值: 二维矩阵图像，彩色图片转化后的灰度图\n",
    "'''\n",
    "def maximizationMethod(img):\n",
    "    h, w, d = img.shape\n",
    "    result_img = np.zeros((h, w), img.dtype)\n",
    "    for i in range(h):\n",
    "        for j in range(w):\n",
    "            result_img[i,j] = max(img[i,j,0], img[i,j,1], img[i,j,2])\n",
    "    return result_img\n",
    "\n",
    "'''\n",
    "灰度图像转换\n",
    "img:    二维图像矩阵;彩色图片;\n",
    "model:  0：使用加权法转化图片; \n",
    "        1：使用均值法转化图片; \n",
    "        2：使用最大值法转化图片;\n",
    "返回值: 二维图像矩阵;彩色图片转化后的灰度图;\n",
    "'''\n",
    "def grayscaleImageConversion(img, model=0):\n",
    "    if model == 0:\n",
    "        return 0.3 * img[:,:,0] + 0.59 * img[:,:,1] + 0.11 * img[:,:,2]\n",
    "    elif model == 1:\n",
    "        return img[:,:,0] / 3 + img[:,:,1] / 3 + img[:,:,2] / 3\n",
    "    elif model == 2:\n",
    "        return maximizationMethod(img)\n",
    "    else:\n",
    "        raise Exception(\"Parameter model value error!\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 4 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "img = plt.imread(\"../../src/Lenna.jpg\")\n",
    "img_gray_weighting = grayscaleImageConversion(img, 0)\n",
    "img_gray_average = grayscaleImageConversion(img, 1)\n",
    "img_gray_maximization = grayscaleImageConversion(img, 2)\n",
    "\n",
    "plt.subplot(221), plt.imshow(img), plt.title(\"Original Image\"), plt.axis(\"off\")\n",
    "plt.subplot(222), plt.imshow(img_gray_weighting, \"gray\"), plt.title(\"Weighting Method\"), plt.axis(\"off\")\n",
    "plt.subplot(223), plt.imshow(img_gray_average, \"gray\"), plt.title(\"Average Method\"), plt.axis(\"off\")\n",
    "plt.subplot(224), plt.imshow(img_gray_maximization, \"gray\"), plt.title(\"Maximization Method\"), plt.axis(\"off\")\n",
    "plt.subplots_adjust(top=1.2, right=0.9)\n",
    "plt.show()"
   ]
  }
 ],
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